Overview

Dataset statistics

Number of variables8
Number of observations42
Missing cells84
Missing cells (%)25.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.9 KiB
Average record size in memory70.1 B

Variable types

Numeric1
Categorical5
Unsupported2

Dataset

Description서울특별시 강북구 사업장폐기물 배출자 신고현황 자료
Author서울특별시 강북구
URLhttps://www.data.go.kr/data/15060341/fileData.do

Alerts

소재지 has constant value ""Constant
처리구분 has constant value ""Constant
폐기물 종류 is highly overall correlated with 처리방법High correlation
처리방법 is highly overall correlated with 폐기물 종류High correlation
Unnamed: 6 has 42 (100.0%) missing valuesMissing
Unnamed: 7 has 42 (100.0%) missing valuesMissing
연번 has unique valuesUnique
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 10:23:12.791668
Analysis finished2023-12-12 10:23:13.358907
Duration0.57 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct42
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.5
Minimum1
Maximum42
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size510.0 B
2023-12-12T19:23:13.443270image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.05
Q111.25
median21.5
Q331.75
95-th percentile39.95
Maximum42
Range41
Interquartile range (IQR)20.5

Descriptive statistics

Standard deviation12.267844
Coefficient of variation (CV)0.5705974
Kurtosis-1.2
Mean21.5
Median Absolute Deviation (MAD)10.5
Skewness0
Sum903
Variance150.5
MonotonicityStrictly increasing
2023-12-12T19:23:13.607167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
1 1
 
2.4%
33 1
 
2.4%
25 1
 
2.4%
26 1
 
2.4%
27 1
 
2.4%
28 1
 
2.4%
29 1
 
2.4%
30 1
 
2.4%
31 1
 
2.4%
32 1
 
2.4%
Other values (32) 32
76.2%
ValueCountFrequency (%)
1 1
2.4%
2 1
2.4%
3 1
2.4%
4 1
2.4%
5 1
2.4%
6 1
2.4%
7 1
2.4%
8 1
2.4%
9 1
2.4%
10 1
2.4%
ValueCountFrequency (%)
42 1
2.4%
41 1
2.4%
40 1
2.4%
39 1
2.4%
38 1
2.4%
37 1
2.4%
36 1
2.4%
35 1
2.4%
34 1
2.4%
33 1
2.4%

상호
Categorical

Distinct8
Distinct (%)19.0%
Missing0
Missing (%)0.0%
Memory size468.0 B
롯데쇼핑(주)롯데마트삼양점
18 
롯데쇼핑(주)미아점
12 
한국전력공사 강북성북지사
4 
국립재활원
2 
강북구청(청소행정과)
2 
Other values (3)
4 

Length

Max length15
Median length14
Mean length12
Min length5

Unique

Unique2 ?
Unique (%)4.8%

Sample

1st row국립재활원
2nd row국립재활원
3rd row롯데쇼핑(주)롯데마트삼양점
4th row롯데쇼핑(주)롯데마트삼양점
5th row롯데쇼핑(주)롯데마트삼양점

Common Values

ValueCountFrequency (%)
롯데쇼핑(주)롯데마트삼양점 18
42.9%
롯데쇼핑(주)미아점 12
28.6%
한국전력공사 강북성북지사 4
 
9.5%
국립재활원 2
 
4.8%
강북구청(청소행정과) 2
 
4.8%
강북구청(강북재활용선별시설) 2
 
4.8%
북부도로사업소 1
 
2.4%
동민이엑스피건설(주) 1
 
2.4%

Length

2023-12-12T19:23:13.769265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:23:13.908201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
롯데쇼핑(주)롯데마트삼양점 18
39.1%
롯데쇼핑(주)미아점 12
26.1%
한국전력공사 4
 
8.7%
강북성북지사 4
 
8.7%
국립재활원 2
 
4.3%
강북구청(청소행정과 2
 
4.3%
강북구청(강북재활용선별시설 2
 
4.3%
북부도로사업소 1
 
2.2%
동민이엑스피건설(주 1
 
2.2%

소재지
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
서울특별시 강북구
42 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 강북구
2nd row서울특별시 강북구
3rd row서울특별시 강북구
4th row서울특별시 강북구
5th row서울특별시 강북구

Common Values

ValueCountFrequency (%)
서울특별시 강북구 42
100.0%

Length

2023-12-12T19:23:14.094516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:23:14.238397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 42
50.0%
강북구 42
50.0%

폐기물 종류
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)40.5%
Missing0
Missing (%)0.0%
Memory size468.0 B
폐합성수지류
16 
음식물류폐기물
4 
폐식용유
3 
그 밖의 폐기물
3 
식물성잔재물
2 
Other values (12)
14 

Length

Max length10
Median length9
Mean length6.0238095
Min length2

Unique

Unique10 ?
Unique (%)23.8%

Sample

1st row폐합성수지류
2nd row그 밖의 폐기물
3rd row음식물류폐기물
4th row폐합성수지류
5th row폐식용유

Common Values

ValueCountFrequency (%)
폐합성수지류 16
38.1%
음식물류폐기물 4
 
9.5%
폐식용유 3
 
7.1%
그 밖의 폐기물 3
 
7.1%
식물성잔재물 2
 
4.8%
기타 2
 
4.8%
축산물가공잔재물 2
 
4.8%
폐도자기 조각 1
 
2.4%
음식물류 폐기물 1
 
2.4%
사업장생활계폐기물 1
 
2.4%
Other values (7) 7
16.7%

Length

2023-12-12T19:23:14.446552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
폐합성수지류 16
31.4%
폐기물 4
 
7.8%
음식물류폐기물 4
 
7.8%
폐식용유 3
 
5.9%
그 3
 
5.9%
밖의 3
 
5.9%
식물성잔재물 2
 
3.9%
기타 2
 
3.9%
축산물가공잔재물 2
 
3.9%
부산물 1
 
2.0%
Other values (11) 11
21.6%

처리구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
위탁
42 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row위탁
2nd row위탁
3rd row위탁
4th row위탁
5th row위탁

Common Values

ValueCountFrequency (%)
위탁 42
100.0%

Length

2023-12-12T19:23:14.711607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:23:14.914660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
위탁 42
100.0%

처리방법
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)35.7%
Missing0
Missing (%)0.0%
Memory size468.0 B
재활용(연료·고형연료제품 제조)
6 
재활용(농업생산활동에 사용)
6 
재활용(중간가공폐기물 제조)
6 
재활용(기타)
5 
재활용(사료화)
4 
Other values (10)
15 

Length

Max length17
Median length15
Mean length11.714286
Min length7

Unique

Unique6 ?
Unique (%)14.3%

Sample

1st row재활용(연료·고형연료제품 제조)
2nd row중간처분(일반소각)
3rd row재활용(농업생산활동에 사용)
4th row재활용(연료·고형연료제품 제조)
5th row재활용(중간가공폐기물 제조)

Common Values

ValueCountFrequency (%)
재활용(연료·고형연료제품 제조) 6
14.3%
재활용(농업생산활동에 사용) 6
14.3%
재활용(중간가공폐기물 제조) 6
14.3%
재활용(기타) 5
11.9%
재활용(사료화) 4
9.5%
재활용(파쇄.분쇄) 3
7.1%
중간처분(일반소각) 2
 
4.8%
재활용(고형연료화) 2
 
4.8%
재활용(퇴비화) 2
 
4.8%
재활용(원료 제조) 1
 
2.4%
Other values (5) 5
11.9%

Length

2023-12-12T19:23:15.062170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
제조 13
21.0%
재활용(연료·고형연료제품 6
9.7%
재활용(농업생산활동에 6
9.7%
사용 6
9.7%
재활용(중간가공폐기물 6
9.7%
재활용(기타 5
 
8.1%
재활용(사료화 4
 
6.5%
재활용(파쇄.분쇄 3
 
4.8%
재활용(퇴비화 2
 
3.2%
재활용(고형연료화 2
 
3.2%
Other values (8) 9
14.5%

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing42
Missing (%)100.0%
Memory size510.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing42
Missing (%)100.0%
Memory size510.0 B

Interactions

2023-12-12T19:23:13.008518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:23:15.146041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번상호폐기물 종류처리방법
연번1.0000.7630.4410.610
상호0.7631.0000.7040.819
폐기물 종류0.4410.7041.0000.894
처리방법0.6100.8190.8941.000
2023-12-12T19:23:15.281648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
폐기물 종류상호처리방법
폐기물 종류1.0000.3180.535
상호0.3181.0000.466
처리방법0.5350.4661.000
2023-12-12T19:23:15.392259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번상호폐기물 종류처리방법
연번1.0000.4800.1270.235
상호0.4801.0000.3180.466
폐기물 종류0.1270.3181.0000.535
처리방법0.2350.4660.5351.000

Missing values

2023-12-12T19:23:13.140915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:23:13.311944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

연번상호소재지폐기물 종류처리구분처리방법Unnamed: 6Unnamed: 7
01국립재활원서울특별시 강북구폐합성수지류위탁재활용(연료·고형연료제품 제조)<NA><NA>
12국립재활원서울특별시 강북구그 밖의 폐기물위탁중간처분(일반소각)<NA><NA>
23롯데쇼핑(주)롯데마트삼양점서울특별시 강북구음식물류폐기물위탁재활용(농업생산활동에 사용)<NA><NA>
34롯데쇼핑(주)롯데마트삼양점서울특별시 강북구폐합성수지류위탁재활용(연료·고형연료제품 제조)<NA><NA>
45롯데쇼핑(주)롯데마트삼양점서울특별시 강북구폐식용유위탁재활용(중간가공폐기물 제조)<NA><NA>
56롯데쇼핑(주)롯데마트삼양점서울특별시 강북구축산물가공잔재물위탁재활용(원료 제조)<NA><NA>
67롯데쇼핑(주)롯데마트삼양점서울특별시 강북구폐합성수지류위탁재활용(중간가공폐기물 제조)<NA><NA>
78롯데쇼핑(주)롯데마트삼양점서울특별시 강북구폐합성수지류위탁재활용(연료·고형연료제품 제조)<NA><NA>
89롯데쇼핑(주)롯데마트삼양점서울특별시 강북구폐합성수지류위탁재활용(중간가공폐기물 제조)<NA><NA>
910롯데쇼핑(주)롯데마트삼양점서울특별시 강북구음식물류폐기물위탁재활용(농업생산활동에 사용)<NA><NA>
연번상호소재지폐기물 종류처리구분처리방법Unnamed: 6Unnamed: 7
3233한국전력공사 강북성북지사서울특별시 강북구폐콘크리트위탁재활용(파쇄.분쇄)<NA><NA>
3334한국전력공사 강북성북지사서울특별시 강북구폐도자기 조각위탁재활용(파쇄.분쇄)<NA><NA>
3435한국전력공사 강북성북지사서울특별시 강북구폐합성수지류위탁재활용(파쇄.분쇄)<NA><NA>
3536한국전력공사 강북성북지사서울특별시 강북구폐전주위탁재활용(직접 제품제조)<NA><NA>
3637롯데쇼핑(주)미아점서울특별시 강북구사업장생활계폐기물위탁매립(기타매립시설)<NA><NA>
3738롯데쇼핑(주)미아점서울특별시 강북구음식물류 폐기물위탁재활용(퇴비화)<NA><NA>
3839롯데쇼핑(주)미아점서울특별시 강북구폐합성수지류위탁재활용(기타)<NA><NA>
3940롯데쇼핑(주)미아점서울특별시 강북구폐유기용제위탁재활용(사료화)<NA><NA>
4041강북구청(강북재활용선별시설)서울특별시 강북구폐합성수지류위탁재활용(고형연료화)<NA><NA>
4142강북구청(강북재활용선별시설)서울특별시 강북구폐합성수지류위탁재활용(중간가공폐기물 제조)<NA><NA>